Extraction matrix: systematic review of explainable AI validation in clinical decision support

Supplementary extraction matrix for the systematic review “Validation of explainable AI in clinical decision support” (MedAIVeritas). The workbook lists the 55 variables extracted for each of the 30 included studies, with group, source, definition, data type, coding rule and the number of studies reporting each variable, plus the controlled vocabularies used. Version 2.0 replaces version 1.0: the risk-of-bias ratings (variables 15, 17, 19, 21) now follow an explicit item checklist, and the overall risk rating was removed (the previous 57 variables are now 55). Access is restricted; the full dataset is available from the corresponding author on reasonable request.